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Can the Apple M1 Ultra 128GB run Gemma 3n?
Yes โ here's how fast and up to what context, with real measured numbers.
Gemma 3n on the Apple M1 Ultra 128GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 748k | 34.6-41.8 t/s | ~0.4-0.5 (slow) |
| Q8 | yes | 808k | 69.3-83.6 t/s | ~0.9-1 (slow) |
| Q4 | yes | 834k | 123.7-149.2 t/s | ~1.5-1.9 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M1 Ultra 128GB run Gemma 3n?โถ
Yes. At Q4 it generates ~123.7-149.2 tok/s and fits up to 834k context; beyond that it spills to SSD swap and slows to ~1.5-1.9 tok/s.
How much context fits?โถ
At Q4, up to about 834k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.